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Guarantees on Dynamical System Distinguishability for LLM Token Generation⭐8
DS-based LLM output detection achieves exponential error decay with sequence length, formalized via spectral distance between linear dynamical systems.
DS-based LLM output detection achieves exponential error decay with sequence length, formalized via spectral distance between linear dynamical systems.